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17th VISIGRAPP 2022 - Volume 5: VISAPP
- Giovanni Maria Farinella, Petia Radeva, Kadi Bouatouch:
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2022, Volume 5: VISAPP, Online Streaming, February 6-8, 2022. SCITEPRESS 2022, ISBN 978-989-758-555-5
Invited Speakers
- Roope Raisamo:
Wearable Human Augmentation. VISIGRAPP 2022: 5 - Filip Skola
, Fotis Liarokapis:
Reducing Brain-computer Interaction Training Time with Embodied Virtual Avatar. 7-17 - Sara Irina Fabrikant:
The Risky Business of Visualizing Known Unknowns for Decision Making with Maps. VISIGRAPP 2022: 19 - Andreas Geiger:
Neural Implicit Representations for 3D Vision and Beyond. VISIGRAPP 2022: 21
Image and Video Understanding
- Clemens-Alexander Brust, Björn Barz, Joachim Denzler:
Self-supervised Learning from Semantically Imprecise Data. 27-35 - Oliver Rippel, Sergen Gülçelik, Khosrow Rahimi, Juliana Kurniadi, Andreas Herrmann
Animal Fiber Identification under the Open Set Condition. 36-47 - Chunbo Song, Christopher Rasmussen:
Who Did It? Identifying Foul Subjects and Objects in Broadcast Soccer Videos. 48-54 - Nesreen Hasan, Farzin Ghorban, Jörg Velten, Anton Kummert:
CGT: Consistency Guided Training in Semi-Supervised Learning. 55-64 - Darshan Venkatrayappa, Agnès Desolneux, Jean-Michel Hubert, Josselin Manceau:
Unidentified Floating Object Detection in Maritime Environment. 65-74 - Geoff French, Avital Oliver, Tim Salimans:
Milking CowMask for Semi-supervised Image Classification. 75-84 - Jamal Saeedi, Alessandro Giusti
Anomaly Detection for Industrial Inspection using Convolutional Autoencoder and Deep Feature-based One-class Classification. 85-96 - Matthijs H. Zwemer, D. Scholte
3D Detection of Vehicles from 2D Images in Traffic Surveillance. 97-106 - Arul Selvam Periyasamy, Max Schwarz, Sven Behnke
Iterative 3D Deformable Registration from Single-view RGB Images using Differentiable Rendering. 107-116 - Christoffer Bøgelund Rasmussen
SieveNet: Estimating the Particle Size Distribution of Kernel Fragments in Whole Plant Corn Silage. 117-124 - Hitoshi Yoshihashi, Naoto Ienaga, Maki Sugimoto:
GAN-based Face Mask Removal using Facial Landmarks and Pixel Errors in Masked Region. 125-133 - Sravani Yenduri, Nazil Perveen, Vishnu Chalavadi, C. Krishna Mohan:
Fine-grained Action Recognition using Attribute Vectors. 134-143 - Anurag Bagchi, Jazib Mahmood, Dolton Fernandes, Ravi Kiran Sarvadevabhatla
Hear Me out: Fusional Approaches for Audio Augmented Temporal Action Localization. 144-154 - Juan Pablo Lagos, Esa Rahtu
SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion. 155-165 - Rayson Laroca
On the Cross-dataset Generalization in License Plate Recognition. 166-178 - Anthony Dell'Eva, Fabio Pizzati, Massimo Bertozzi, Raoul de Charette:
Leveraging Local Domains for Image-to-Image Translation. 179-189 - Yuwen Heng
CAM-SegNet: A Context-Aware Dense Material Segmentation Network for Sparsely Labelled Datasets. 190-201 - Paul Bergmann, Xin Jin, David Sattlegger, Carsten Steger
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization. 202-213 - Matthias Rath, Alexandru Paul Condurache:
Improving the Sample-complexity of Deep Classification Networks with Invariant Integration. 214-225 - Victoria Manousaki, Antonis A. Argyros
Segregational Soft Dynamic Time Warping and Its Application to Action Prediction. 226-235 - Rahulan Radhakrishnan
Vehicle Pair Activity Classification using QTC and Long Short Term Memory Neural Network. 236-247 - Thrupthi Ann John
ETL: Efficient Transfer Learning for Face Tasks. 248-257 - Francesco Merola, Fabrizio Falchi
Reinforced Damage Minimization in Critical Events for Self-driving Vehicles. 258-266 - Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler:
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. 267-274 - Mohamed Amine Marnissi, Ikram Hattab, Hajer Fradi
Bispectral Pedestrian Detection Augmented with Saliency Maps using Transformer. 275-284 - Björn Barz, Joachim Denzler:
Weakly-supervised Localization of Multiple Objects in Images using Cosine Loss. 287-296 - Nikolaos Poulopoulos, Emmanouil Z. Psarakis
DeepPupil Net: Deep Residual Network for Precise Pupil Center Localization. 297-304 - Mühenad Bilal
High Resolution Mask R-CNN-based Damage Detection on Titanium Nitride Coated Milling Tools for Condition Monitoring by using a New Illumination Technique. 305-314 - Csanád Sándor, Szabolcs Pável, Lehel Csató:
Neural Network Pruning based on Filter Importance Values Approximated with Monte Carlo Gradient Estimation. 315-322 - Chintan Tundia, Rajiv Kumar
The MIS Check-Dam Dataset for Object Detection and Instance Segmentation Tasks. 323-330 - Valério Nogueira, Roberto J. M. Cavalcante, João A. G. R. Almeida, Tiago P. M. Fé, Ana C. M. Malhado, Thales Vieira
Oil Spill Detection and Visualization from UAV Images using Convolutional Neural Networks. 331-338 - Yassine Kriouile, Corinne Ancourt, Katarzyna Wegrzyn-Wolska
Generating Proposals from Corners in RPN to Detect Bees in Dense Scenes. 339-350 - Masashi Nishiyama, Takuya Endo, Yoshio Iwai:
Feature Extraction using Downsampling for Person Re-identification with Low-resolution Images. 351-358 - Daiju Kanaoka, Yuichiro Tanaka, Hakaru Tamukoh:
Applying Center Loss to Multidimensional Feature Space in Deep Neural Networks for Open-set Recognition. 359-365 - Raul Beltrán Beltrán
Automated Human Movement Segmentation by Means of Human Pose Estimation in RGB-D Videos for Climbing Motion Analysis. 366-373 - Sijie Hu, Fabien Bonardi, Samia Bouchafa, Désiré Sidibé:
A General Two-branch Decoder Architecture for Improving Encoder-decoder Image Segmentation Models. 374-381 - Aleixo Cambeiro Barreiro
Automated Damage Inspection of Power Transmission Towers from UAV Images. 382-389 - Ivar Persson, Martin Ahrnbom
Monocular Estimation of Translation, Pose and 3D Shape on Detected Objects using a Convolutional Autoencoder. 390-396 - Boris Bacic, Ishara Bandara
Tennis Strokes Recognition from Generated Stick Figure Video Overlays. 397-404 - George Oliveira Barros
PodNet: Ensemble-based Classification of Podocytopathy on Kidney Glomerular Images. 405-412 - Syed Ibrahim Hassan, Dympna O'Sullivan, Susan McKeever, David Power, Ray McGowan, Kieran Feighan:
Detecting Patches on Road Pavement Images Acquired with 3D Laser Sensors using Object Detection and Deep Learning. 413-420 - Yanbo Feng, Adel Hafiane, Hélène Laurent:
Weakly Supervised Segmentation of Histopathology Images: An Insight in Feature Maps Ability for Learning Models Interpretation. 421-427 - Romain Guesdon, Carlos Fernando Crispim Junior, Laure Tougne:
Multitask Metamodel for Keypoint Visibility Prediction in Human Pose Estimation. 428-436 - Farid Alijani
Evaluation of Long-term Deep Visual Place Recognition. 437-447 - Nassim Mokhtari, Alexis Nédélec, Pierre De Loor:
Human Activity Recognition: A Spatio-temporal Image Encoding of 3D Skeleton Data for Online Action Detection. 448-455 - Akash Singh
Deep Set Conditioned Latent Representations for Action Recognition. 456-466 - João Ribeiro Pinto
Streamlining Action Recognition in Autonomous Shared Vehicles with an Audiovisual Cascade Strategy. 467-474 - Abid Ali
Video-based Behavior Understanding of Children for Objective Diagnosis of Autism. 475-484 - Christos Xydas, Anastasios L. Kesidis, Kleomenis Kalogeropoulos, Andreas Tsatsaris:
Buildings Extraction from Historical Topographic Maps via a Deep Convolution Neural Network. 485-492 - Daniel Lehmann, Marc Ebner
Subclass-based Undersampling for Class-imbalanced Image Classification. 493-500 - Tanay Agrawal, Dhruv Agarwal, Michal Balazia, Neelabh Sinha
Multimodal Personality Recognition using Cross-attention Transformer and Behaviour Encoding. 501-508 - Florian Fervers, Timo Breuer, Gregor Stachowiak, Sebastian Bullinger, Christoph Bodensteiner, Michael Arens:
Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes. 509-516 - Jeffrey Chan, Hector Carrión, Rémi Mégret
Honeybee Re-identification in Video: New Datasets and Impact of Self-supervision. 517-525 - Daniel Louzada Fernandes
Describing Image Focused in Cognitive and Visual Details for Visually Impaired People: An Approach to Generating Inclusive Paragraphs. 526-534 - Mohamed Sabry
Augmented Radar Points Connectivity based on Image Processing Techniques for Object Detection and Classification. 535-542 - Eleni Dimitriadou
Using Student Action Recognition to Enhance the Efficiency of Tele-education. 543-549 - Hanyuan Wang, Dima Damen, Majid Mirmehdi, Toby Perrett:
TVNet: Temporal Voting Network for Action Localization. 550-558 - Avgi Kollakidou
HRI-Gestures: Gesture Recognition for Human-Robot Interaction. 559-566 - Akash Kaothalkar, Bappaditya Mandal, Niladri B. Puhan:
StructureNet: Deep Context Attention Learning for Structural Component Recognition. 567-573 - Mateusz Majcher
Pose Guided Feature Learning for 3D Object Tracking on RGB Videos. 574-581 - Ryota Ikedo, Kazuhiro Hotta:
Fusion of Different Features by Cross Cooperative Learning for Semantic Segmentation. 582-589 - Filippos Gouidis, Theodore Patkos, Antonis A. Argyros
Detecting Object States vs Detecting Objects: A New Dataset and a Quantitative Experimental Study. 590-600 - Natsuki Takayama
Skeleton-based Online Sign Language Recognition using Monotonic Attention. 601-608 - Ryo Sato, Fumihiko Sakaue, Jun Sato:
Seeing the Differences in Artistry among Art Fields by using Multi-task Learning. 609-616 - Yuta Suzuki, Fumihiko Sakaue, Jun Sato:
Diversifying Image Synthesis using Data Classification. 617-622 - Kaiqiang Huang, Luis Miralles-Pechuán, Susan McKeever:
Combining Text and Image Knowledge with GANs for Zero-Shot Action Recognition in Videos. 623-631 - Georgios Lydakis, Iason Oikonomidis, Dimitrios I. Kosmopoulos, Antonis A. Argyros
Exploitation of Noisy Automatic Data Annotation and Its Application to Hand Posture Classification. 632-641 - Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida:
Transfer Learning via Test-time Neural Networks Aggregation. 642-649 - Farid Alijani
Evaluation of RGB and LiDAR Combination for Robust Place Recognition. 650-658 - Muktabh Mayank Srivastava:
Using Contrastive Learning and Pseudolabels to Learn Representations for Retail Product Image Classification. 659-663 - Pranay Dugar, Aditya Vikram, Anirban Chatterjee, Kunal Banerjee, Vijay Agneeswaran:
Don't Miss the Fine Print! An Enhanced Framework to Extract Text from Low Resolution Images. 664-671 - Vincenzo Carletti, Antonio Greco, Alessia Saggese, Mario Vento:
Attention-based Gender Recognition on Masked Faces. 672-678 - Bhalaji Nagarajan
Class-conditional Importance Weighting for Deep Learning with Noisy Labels. 679-686
Motion, Tracking and Stereo Vision
- Thomas Belos, Pascal Monasse, Eva Dokládalová:
MOD SLAM: Mixed Method for a More Robust SLAM without Loop Closing. 691-701 - Paul Fricker
Event-based Extraction of Navigation Features from Unsupervised Learning of Optic Flow Patterns. 702-710 - Alexandr Notchenko, Vladislav Ishimtsev, Alexey Artemov, Vadim Selyutin, Emil Bogomolov, Evgeny Burnaev:
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans. 711-722 - Clément Riu, Vincent Nozick, Pascal Monasse, Joachim Dehais:
Classification Performance of RanSaC Algorithms with Automatic Threshold Estimation. 723-733 - Kebin Peng, John Quarles, Kevin Desai:
BRDF-based Irradiance Image Estimation to Remove Radiometric Differences for Stereo Matching. 734-744 - Niklas Gard
Combining Local and Global Pose Estimation for Precise Tracking of Similar Objects. 745-756 - Georgios Zampokas, Christos-Savvas Bouganis, Dimitrios Tzovaras:
Pushing the Efficiency of StereoNet: Exploiting Spatial Sparsity. 757-766 - Kenta Sohara, Yasuyuki Sugaya:
3-D Tennis Ball Trajectory Estimation from Multi-view Videos and Its Parameterization by Parabola Fitting. 769-776 - Martin Ahrnbom
Seg2Pose: Pose Estimations from Instance Segmentation Masks in One or Multiple Views for Traffic Applications. 777-784 - Nyan Bo Bo, Peter Veelaert, Wilfried Philips:
Motion-constrained Road User Tracking for Real-time Traffic Analysis. 785-792 - José Guedes dos Santos Júnior, Gustavo C. R. Lima, Adam H. M. Pinto, Joao Paulo Silva do Monte Lima, Veronica Teichrieb, Jonysberg P. Quintino, Fabio Q. B. da Silva, André L. M. Santos, Helder Pinho:
3D Object Reconstruction using Stationary RGB Camera. 793-800 - Adam Kalisz, Mingjun Sun, Jonas Gedschold
Error Evaluation of Semantic VSLAM Algorithms for Smart Farming. 801-810 - Seiya Ito, Byeongjun Ju, Naoshi Kaneko, Kazuhiko Sumi:
Viewpoint-independent Single-view 3D Object Reconstruction using Reinforcement Learning. 811-819 - Victor Gouveia de M. Lyra, Isabella de Andrade
Generalizable Online 3D Pedestrian Tracking with Multiple Cameras. 820-827 - Sambit Mohapatra, Mona Hodaei, Senthil Kumar Yogamani, Stefan Milz, Heinrich Gotzig, Martin Simon, Hazem Rashed, Patrick Maeder:
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation. 828-835 - Charles Hamesse, Hiep Luong, Rob Haelterman:
Evaluating the Impact of Head Motion on Monocular Visual Odometry with Synthetic Data. 836-843 - Changan Zhu, Taryn Laurendeau, Chris Joslin:
An Occlusion Aware Five-view Stereo System and Its Application in Video Post-production. 844-854 - Jorge L. Charco, Ángel D. Sappa, Boris Xavier Vintimilla:
Human Pose Estimation through a Novel Multi-view Scheme. 855-862 - Firas Kastantin, Levente Hajder:
Visual Tilt Correction for Vehicle-mounted Cameras. 863-870 - Khaled El-Tahan, Marwan Torki:
Semi-supervised Anomaly Detection for Weakly-annotated Videos. 871-878
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